Distributed Fusion Estimation for Sensor Networks with Communication Constraints

✍ Scribed by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu (auth.)

Publisher: Springer Singapore
Year: 2016
Tongue: English
Leaves: 219
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.

✦ Table of Contents

Front Matter....Pages i-xii
Introduction....Pages 1-10
Multi-rate Kalman Fusion Estimation for WSNs....Pages 11-44
Kalman Fusion Estimation for WSNs with Nonuniform Estimation Rates....Pages 45-74
H ∞ Fusion Estimation for WSNs with Nonuniform Sampling Rates....Pages 75-97
Fusion Estimation for WSNs Using Dimension-Reduction Method....Pages 99-134
H ∞ Fusion Estimation for WSNs with Quantization....Pages 135-146
Hierarchical Asynchronous Fusion Estimation for WSNs....Pages 147-159
Fusion Estimation for WSNs with Delayed Measurements....Pages 161-185
Fusion Estimation for WSNs with Delays and Packet Losses....Pages 187-207
Back Matter....Pages 209-210

✦ Subjects

Control; Signal, Image and Speech Processing; Communications Engineering, Networks; Computer Communication Networks

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